Empower Learners. Bridge the Skills Gap

An AI-powered platform for collaborative, real-world learning that closes the skills gap and drives workforce readiness.

The Problem


Why the Skills Gap Persists

Students often graduate without the hands-on experiences employers demand. Educators and institutions lack the tools to validate skills or measure growth. Meanwhile, employers need talent that is job-ready from day one.

Sorry, I cannot determine the content of the image.

The Solution


Our Approach

  • Collaborative Projects: Real-world challenges designed for student teamwork: tools that make it easy for instructors to assign, guide, and assess impactful group work.

  • AI-Powered Personalization: Adaptive learning plans and real-time feedback. These support differentiated instruction for educators and more personalized, responsive experiences for students.

  • Portfolios & Mentorship: Students build professional portfolios and receive mentor feedback, while instructors can track progress and connect learners to real-world opportunities.

  • Data for Equity & Outcomes: Visual dashboards give educators and institutions insight into student engagement, skills development, and performance. This supports equitable learning outcomes.

Who Benefits


Driving Outcomes

  • Gold graduation cap icon on black background

    For Students

    Gain real-world experience through collaborative projects, build verifiable portfolios, and receive timely feedback from mentors and instructors. All critical for career readiness.

  • Icon of a teacher pointing at a blackboard with students seated in front.

    For Educators

    Implement project-based learning with ease using structured workflows, automated feedback tools, and real-time visibility into student collaboration and growth.

  • Icon of a yellow school building with a flag on top, set against a black background.

    For Institutions

    Advance equity and outcomes through scalable, data-informed CPBL programs that deliver workforce-aligned skills and institutional impact.

  • Icon of three graduates wearing caps and gowns in front of a school building.

    For Employers & Nonprofits

    Help shape the future workforce by mentoring student teams, co-designing authentic projects, and gaining early access to diverse, emerging talent.

For Educators and Academic Leaders

Project-based learning delivers deeper engagement. Without the right tools, it’s tough to scale.

Learn Collaborate supports instructors with structured workflows, AI-powered feedback, and visibility into team performance. This makes collaborative learning easier to manage and more impactful. For administrators, it delivers measurable insights aligned with institutional goals: equity, skills development, and workforce readiness.

“With Learn Collaborate, I can finally run meaningful team projects without spending hours tracking individual contributions. And our leadership sees how it’s helping us meet both equity and employability benchmarks.”
— STEM Instructor, Career Readiness Program

NSF-Funded Innovation


This material is based upon work supported by the National Science Foundation (NSF) under Award #2420287

How It Works


Pilot Framework.

High Schools, Colleges, & Non-Profits

  • Gold graduation cap icon on black background

    The MVP Platform

    Gain early access to our core team-based project creation and management tool designed to track and evaluate student role-based workflow.

    • 2 to 6 week implementation

    •. Single student cohort focus

    •. Dedicated technical support

  • Icon of a teacher pointing at a blackboard with students seated in front.

    Co-Design Partnership

    Don't just use the tool but help us build it. We leverage your expertise to refine our features.

    • Direct influence on new features

    •. Weekly feedback sessions

    •. Tailored to your classroom needs

  • Icon of three graduates wearing caps and gowns in front of a school building.

    Designed for Ease

    We know instructors are busy, so we’ve designed the pilot to be a seamless addition to your existing curriculum.

    • Runs alongside current course

    • High-touch 1:1 onboarding

    • Automated student workflow insights

  • Icon of a yellow school building with a flag on top, set against a black background.

    Impact & Outcomes

    Close the skills gap by providing students with authentic, industry-aligned collaborative experiences.

    • Agnostic project frameworks

    •. Enhanced workforce readiness

    •. Data-informed skill validation

Let’s Stay Connected.

We’re building a network of educators, institutions, and partners who care about collaboration, real-world learning, and workforce readiness.

Join our early access list to stay informed and be part of what’s next.

Be a Part of What Happens Next

Join our early access list to explore Learn Collaborate: an AI-powered platform for project-based learning, skill-building, and workforce development.